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CodeSignal

Building the Interactive Music Recommendation Dashboard

via CodeSignal

Overview

In this final course, learners will complete the Smart Music Player by integrating a clean, interactive frontend interface and enhancing the recommendation engine with session-aware logic. This course focuses on adding backend intelligence through recent session trend analysis and dynamic context-based recommendations.

Syllabus

  • Unit 1: Exploring the Music Dashboard
    • Exploring the Smart Music Player via the Interactive UI
    • Bootstrapping the App and Handling Errors Gracefully
    • Serving the Frontend and Enabling SPA Routing
    • Adding CORS Headers and Logging Requests
  • Unit 2: Analyzing Listening Trends
    • Analyzing Recent Sessions for Trends
    • Implementing Recent Listening Trend Analysis
    • Analyzing Recent Sessions for Trends
  • Unit 3: Session Aware Recommendations
    • Implementing Session-Aware Track Recommendations
    • Adding a Session-Aware Recommendation Mode
    • Verifying Session-Aware Recommendation Behavior

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